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AI Risk

Reidentification

"Even with the removal or personal identifiable information (PII) and sensitive personal information (SPI) from data, it might be possible to identify persons due to correlations to other features available in the data."

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AI Risk2. Privacy & Security2.1 > Compromise of privacy by leaking or correctly inferring sensitive information1 - Pre-deployment

Record summary

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Techniques1Attack methods connected to this risk.
Mitigations3Defenses that may help with related attacks.
Domain2. Privacy & SecurityThe broad risk area this belongs to.

Risk profile

How this risk is described and categorized.

Domain2. Privacy & Security
Subdomain2.1 > Compromise of privacy by leaking or correctly inferring sensitive information
Entity3 - Other
Intent2 - Unintentional
Timing1 - Pre-deployment
CategoryTraining Data Risks (Privacy)
SubcategoryReidentification

Related techniques

Attack methods connected to this risk.

Suggested mitigations

Defenses that may help with related attacks.

AI Telemetry Logging

DeploymentMonitoring and Maintenance
LifecycleDeployment + 1 moreCategoryTechnical - Cyber

Source

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